Autonomous
execution.
Deterministic
outcomes.
Every decision is recordedEvery outcome is resolvedEvery consequence is accounted for
Autonomous
Self-Executing Decision System
GENYS runs decisions across systems in real time
Execution commits. Outcomes finalize. State is updated.
Positive outcome confirmed — execution surface A
Powered by GENYSDecisions execute. Outcomes resolve. The system adjusts.
Resources committed
42,000
Surface: Channel deployment
EXECUTE
61% confidence
Outcome
Positive outcome — target exceeded
Committed: 42,000Returned: 60,240
Decision Inputs
Operations lead
70%
Model output
52%
Historical baseline
58%
System Adjustment
- Surface weight +8%
- Execution threshold → 55%
- Expectation adjustment −9pp
Decision Performance
Confidence vs. outcome — dot size = resources committed
Positive
Prevented
Break-even
All decision inputs are recorded and resolved
Human Decisions
Domain expertise, context
No tracking, no feedback
All human decisions recorded and resolved
AI Model Outputs
Fast reasoning at scale
No accountability over time
All model outputs scored against outcomes
External Signals
Independently weighted signals
External to decision flow
External signals ingested and resolved
Operational Decisions
Direct business impact
Treated as plans, not decisions
Every deployment becomes a tracked decision
Resolution Layer
Structured resolution, bias detection, scoring
—
All inputs resolved against reality over time
GENYS sits above all decision inputs.
All claims are recorded. All outcomes resolved. Accuracy enforced.
Signals in. Decisions logged. Outcomes resolved.
Coverage
Decision Surfaces Are Everywhere
Any resource commitment is a decision. GENYS records it, resolves it, and scores it.
Market Signals
Prediction Markets
External capital-weighted probabilities ingested
PolymarketKalshiMetaculusPredictIt
Advertising & Media Systems
Budget allocation decisions resolved against revenue
Google AdsMeta AdsTikTok AdsProgrammatic DSPsRetail media networks
Sports & Wagering
Odds treated as probabilistic inputs
DraftKingsFanDuelPrizePicksBetfair
Financial & Macro
Market pricing ingested as decision signals
Options marketsVIXTreasury yieldsFed funds futures
Behavioral Signals
AI / Model Outputs
Model confidence recorded and resolved
OpenAIAnthropicGoogleInternal models
Institutional Signals
Internal Decisions
Every deployment becomes a tracked decision
GTM plansPricing testsProduct launchesHiring bets
Every decision is recorded and resolved. Accuracy is visible.
Who Needs GENYS
Decision Makers
High-stakes decisions across any domain
→ Track accuracy across decisions and outcomes
Operations & Strategy
Deployments, resource allocation, initiative launches
→ Every execution becomes a resolved decision
AI & Operations Teams
Models, agents, and automated decision systems
→ Compare model performance across outcomes
Executives & Leadership
Resources committed on incomplete information
→ Decisions recorded before resources are committed
Every decision is recorded and resolved. Accuracy is visible.
Accuracy tracked across all decisions over time. Rolling and lifetime scoring surfaces whether performance is improving or degrading.
Overconfidence detected and corrected. Bias surfaced by category, range, and time period before each new decision.
Full lineage from decision to outcome. Immutable. Auditable.
Outcomes locked at resolution. Overdue decisions penalize scoring.
All sources compared on the same decisions. Error rates visible across agents.
Every decision traceable to source and outcome.